README.md

---
title: "Code Translation v3"
tags:
  - code-translation
  - code-to-code
  - java
  - csharp
library_name: "transformers"
datasets:
  - google/code_x_glue_cc_code_to_code_trans
widget:
  - text: "public class HelloWorld { public static void main(String[] args) { System.out.println(\"Hello, World!\"); } }"
---

# Code Translation v3
Code Translation from Java to C#

### Base Model
- **Repository:** [uclanlp/plbart-base](https://huggingface.co/uclanlp/plbart-base)

### Dataset
- **Repository:** [google/code_x_glue_cc_code_to_code_trans](https://huggingface.co/datasets/google/code_x_glue_cc_code_to_code_trans)

### Testing Data
- [Testing Data](https://huggingface.co/datasets/google/code_x_glue_cc_code_to_code_trans/viewer/default/test)

| Metric                                   | Pre-Trained        | Fine Tuned        |
|------------------------------------------|--------------------|-------------------|
| **BLEU Score**                           | 38.73%             | 85.42%            |
| **ROUGE-1 Score**                        | 60.56%             | 91.70%            |
| **ROUGE-2 Score**                        | 46.34%             | 87.64%            |
| **ROUGE-L Score**                        | 60.08%             | 91.43%            |
| **Exact Match Accuracy**                 | 0%                 | 56%               |
| **Mutation-Based Translation Score**     | 0.980              | 0.426             |